I think yours is the only channel that shows practical usage for gpt and automation with existing tools. I learn a lot here, thankyou man.

@CodingAfterThirty

10 ай бұрын

That is the fact, this is my go to channel for learning.

This is an incredible saas product on its own. Now you just need a easy to use frontend for the user to take pictures and export a well defined excel spreadsheet. Incredible work!

@AIJasonZ

10 ай бұрын

Thanks! Good idea to turn this into a micro sass with simple scanning function

@amandamate9117

10 ай бұрын

the bottleneck is: no company want to send private highly sensitive data as cleartext to openAIs chatGPT to process. Not in USA, not in Europe.

@jesuelm5482

9 ай бұрын

@@amandamate9117 maybe some encrypted solution

@antoninleroy3863

9 ай бұрын

@@amandamate9117 Any large company could afford to run an open source LLM internally on a private network. EDIT: or even private microsolft openAi endpoints

@sw4rmify

9 ай бұрын

@@amandamate9117the OpenAI API data is never used for training etc…

Hey Jason, you are the greatest teacher I have encountered! This is exactly how people need to learn to build AI apps. You're going to be very successful if you keep teaching us like this. Thank you for all the great work, man!

Great vidoe Jason, you are awesome at explaining these things. I personally support doing more of these guides in core coding format like here, it is super helpful for understanding.

Your videos are pretty helpful. The way you logically explain each tool is helpful.

Thank you for all of these videos bro, please keep making them!

Thank you Jason. Great work as always. Very practical user case

As a beginner in ML I am very glad to find your channel. I learn a lot and you from each topic everything understandable. Many thanks

Jason is always giving amazing and practical use cases

Hi Jason, fantastic video, I learned a lot from your content. Please keep up the good work. Cheers

This content is so GREAT. Thank you. Very transparent.

That is amazing. Thank you so much for this great code and tutorial!

dude you're on fire! keep it up, I can't wait to apply knowledge from your videos

@AIJasonZ

10 ай бұрын

Thank you!!

Fantastic simple walk-thru of e2e Business Scenario

Freaking awesome video, Jason! So much info! Keep these videos coming!

man, your content is brilliant, by the way the thumbnails ROCK :)

Thank you for exposing me to Make, just signed up. great tool will use this in a lot my projects, and it will make my life a lot easier.

Another great video, Jason!

Another banger tutorial, thanks!

Good Job Jason. Top content🔥

Awesome tutorial !! 🎉

Thank you for the video.

Another wonderful tutorial thank you Jason so much ❤. In the perfect world, there should be no manual intervention, the POS machine should just talk to the bank, and AI in the middle transforming the semi/un-structured data into structured data, which then get feed into your online banking and accounting software. Scanning is a serious pain when the transaction gets large and digitalise receipts save a lot of trees and ink too 😂

This is amazing, love all your content, thank you! Would you be able to make this video’s git public? Also, love the thumbnails 😂

I was here before he was subscribed by every AI enthusiast Incredible video as always, thank you!

Thanks!

Very nice video. Have you tried to use function calling in GPT instead of asking it to return a string json ?

Brother, you’re amazing

Incredible work as always Jason! P/s : I just realised Jin Yang and you has over 90% resemblance. What a doppelgänger! Minus the hair of course

Great channel!

This is Amazing !

i was thinking of using this to just extract text from PDF if its better then langchain for embedding, i guess your example is good for forms and invoices, but for instructional document or PDF of wikipedia, the tesseract dont handle some data that well. but still its a very good guide.. thx for sharing

You are a Genuis bro. 👏

Surprised could not access the pdf object model to get text from the pages. . But yes tessaract does work well

waiting for this

Exactly what I’m looking for 😭

Would not function calling be more appropriate for formatting invoice data into a JSON format you need?

Why did you use a simple langchain prompt template instead of using openai’ s function api to get the structured data?

I like the approach above here , as I require to do alot of admin work as well. Was wondering is there a way to protect your data ? Bit concern with data privacy!! T.T

when Jason drops a video I can't click fast enough

believe me you do fantastic AI use case to handle business processes which anyone can use to get a job in AI. It will be great if you can do more use case in AI. would be really helpful to me and many others. At the end thanks a lot. 😃

when the invoice has subtotal with an indented item, it gets read as duplicate item (as pytesseract doesn't recognized indent) and therefore, the total doesn't match the invoice total... do you have any suggestions for this kid of error?

Hey Jason, your content is really amazing. Thanks for creating AI related content. I wanted to ask if there's any advantage of saving the image in jpeg format before extracting text because if there's no actual advantage the same can be done with just 3 lines of code which also makes the process faster. def parse_pdf(file_path, scale=300/72): pdf_file = pdfium.PdfDocument(file_path) renderer = pdf_file.render( pdfium.PdfBitmap.to_pil, scale=scale ) return " ".join(image_to_string(img) for img in renderer)

@gonorrex_571

8 ай бұрын

Hey, you seem to understand the field. Looking to launch this idea into the market? Sales guy here looking for a tech cofounder. Cheers!

Can you do an assist filling form using langchain tutorial?

And are those language model libraries available in Python? You said you Will explain it later in the video but i think you didnt

Im getting an an error that says Import "dotenv" could not be resolved Pylance (reportMissingImports) [Ln 4_ Col 6], what am I doing wrong?

how do I get the file_url to be passed from make to relevance?

Seriously I mean this is great video for educational purposes and I have two specific questions 1’ have you got access to GPT 4 api 2’ they are great educational contents, have you ever thing about productizing your idea such as this one, I mean filling for tax return seems to be a high demand for a lot of people

With function calling, is it more convenient for LLMs to extract structured data?

Awesome. Jason do you offer 1-on-1 consulting?

If the PDF has many pages (for example, a contract), do I need to go through the process of splitting it into smaller chunks, or can I simply insert any PDF, regardless of the text size?

@AIJasonZ

10 ай бұрын

the function auto split them into pages!

But ocr is built already right? why cant we directly use that

not clear yet, what are the output difference from pypdf/langchain pdf to pdf->img->text? do the later one, keep some structure of the info in certain way or what's good/bad from these 2 approach?

@AIJasonZ

10 ай бұрын

When I tried pypdf/langchain unstructured file upload, it only extract like 10~20% of the text from img, so almost unusable

please attach link to medium article

One of the key takeaways from this amazing tutorial is: AI by itself will not replace you but rather one who uses AI effectively is the one will insha’Allah (God willing). So go learn how to use AI in your day-to-day job now and impress your employers with your ideas. Great tutorial Jason.

Hey Jason, this is great! But can you Llama2 to achieve the same?

Best llm content on the web! Why OCR instead of native pdf text retrieval though? Don’t you risk to incur into ocr-related mistakes? I mean, you already have the “real” text! Thank you

Hi Jason, when I try to run your code I encounter the following error: PdfiumError: Failed to load document (PDFium: File access error). Do you know what might be causing this and how to rectify it? Thanks

@krasimirivanov6627

10 ай бұрын

+1 I am facing the same error. Appreciate if someone has an advice on how to solve it

@albertalbert5785

10 ай бұрын

i also have the same error :/, someone help pls

@Abubakr844

9 ай бұрын

facing same error

@bibinbalakrishnan

9 ай бұрын

The NamedTemporaryFile is getting deleted. You can change it like - with NamedTemporaryFile(suffix='.pdf',delete=False) as f:

@kenhtinhthuc

9 ай бұрын

Thanks. It worked for me.@@bibinbalakrishnan

How does GPT4 vision affect this ? better or worse?

This is a great as you.

great content! thank you for taking the time to put together and share!

I'm curious how's the accuracy of pytesseract. I did the exact same project a long time ago (it's in production up to this date) and we used Google Vision API to perform OCR. The biggest issue is that although the accuracy is at idk like 99.9% it's still at least one wrong character recognized in each invoice! And since there's a lot of numeric data (prices, VAT values, amounts, different units of measures) writing validation for this all took more time than the rest of the project. You never actually knew what the OCR will return and you REALLY don't want to put the wrong data for accounting.

@senxo.visuals

10 ай бұрын

And actually here's the thing, in the video the Transaction ID wasn't recognized 100% correctly

@TheParagamer

10 ай бұрын

@@senxo.visuals You're right it's missing an extra W @5:46, eagle eyes🦅! I suppose you could feed this output to another llm checking whether sequences numbers of another run match, repeating until however accuracy you want. It wouldn't ever be perfect tho and would add up quickly💸

@andrewxzvxcud2

10 ай бұрын

yh thats one of the problems w all these ai apps, problems where u need to be 100% accurate or there could be big consequences is hard to actually solve with ai

@AIJasonZ

10 ай бұрын

@@TheParagamer ohh Having 2 OCR service to do text extraction & LLM to validate, this is 🧠

@AIJasonZ

10 ай бұрын

@@senxo.visuals ahh good catch! i really like @TheParagamer idea on having 2 service for validating the result, will give it a try

AWS has a really good system to extract data from a document and it cods $1.50 per 1000 pages... so its super efficient

@AIJasonZ

10 ай бұрын

oh nice, didnt know that, will give it a try! whats the name of the service?

would using OpenAI's function calling be useful here?

@AIJasonZ

10 ай бұрын

You can try function calling for data extraction for sure! but still need a way to turn PDF text well first

Hi Jason! thanks for the great video. looks like your github link is broken. would love an updated link to access the code!

@AIJasonZ

10 ай бұрын

Sorry forgot to set it public, just updated it! github.com/JayZeeDesign/gpt-data-extraction

Hey everyone, im pretty new to all of this. im the type to just dive in and do, i keep getting this error after i pip install anything "is not recognized as the name of a cmdlet, function, script file, or operable program." any help?

@drummermike5150

9 ай бұрын

Ask chatgpt

Why are we converting pdf to image instead u can use any python Library to get text from pdf

🤬 why am I having so much trouble importing? What am I missing?

Given the thumbnail I have to ask... when do we get the Hot Dog or Not Hot Dog App?

AI Jason is a must watch, now I wanna make a copycat of him on Chinese web, what about NewAI Jason for my channel 👨🏿‍🔧👨🏿‍🔧👨🏿‍🔧

tons of companies have been doing this with OCR. I don't know what are you saying!!

The github link seems to be broken. Could repost the link pls? :)

@jmanhype1

10 ай бұрын

he took it down looks like he will be turning it into a micro service

@AIJasonZ

10 ай бұрын

Sorry forgot to set it public, just updated it! github.com/JayZeeDesign/gpt-data-extraction

@AIJasonZ

10 ай бұрын

@@jmanhype1 Sorry forgot to set it public, just updated it! github.com/JayZeeDesign/gpt-data-extraction

What about safety concerns regarding data? Anyway to overcome this? Good video.

Красавчик

all repetitive work using computers can be automated within 2 years by ai.

hey, github link doesn't work :(

@AIJasonZ

10 ай бұрын

Sorry forgot to set it public, just updated it! github.com/JayZeeDesign/gpt-data-extraction

@Nurof3n_

10 ай бұрын

@@AIJasonZ Thanks!

This is nice. maybe deploying these models on MS Azure so we can have their API? and for the next video try making a simple streamlit app with that API Really appreciate the work you are doing. Thank you very much

Vid content aside,你的声音jimmy o yang是真的很像哈哈哈哈哈

wow the python coding tutorials keep getting more and more complicated lately thats good.

Use new Microsoft office features xs

Can you do the all SLOWLY.. Again I COULDN'T FOLLOW YOU 😮😮😮😮

im a marketer, i just don't understand the whole coding part, it's like chinese for me.

Each time he says pdffiles 👀

Anyone with tech background wanna work on this? I'm looking to launch a SaaS company and I have more than 10 years in Sales working on B2B Finance. Reply here and I will get in touch!

Jason for presiden 2024

the bottleneck is: no company want to send private highly sensitive data as cleartext to openAIs chatGPT to process. Not in USA, not in Europe.

@AIJasonZ

10 ай бұрын

yea you are right; Im making a new video about how companies can handle data privacy soon, so hopefully it can address that :) But in general, host private cloud, or using opensource LLM should solve that

@krasimirivanov6627

9 ай бұрын

Looking forward to this video!

What you call a boring data entry job feels millions of families around the world where the bread "earner" has no better skills. I find the attitude of CS and esp AI folks distasteful. You guys are so flippant about the destruction of families and communities caused by AI taking over jobs. There will be a day of reckoning I am afraid when the world turns against CS folks. Please watch your language leave the commentary out....

Thanks!